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Issue class
implementation-slice
Roadmap goal advanced
Player-data source-of-truth / endpoint-backed simulator input reliability
Repo layer touched
test-harness / player-data ingestion contract guard ...
Kontext
Beim Abschluss von PR #63 lagen lokale, zusammenhaengende Aenderungen fuer einen NaC Skill Canvas vor. Da GitHub Single
Source of Truth ist, wird diese Arbeit als eigener Governance-Track gefuehrt ...
Lines 253–258 of backend/main.py have two consecutive else: blocks attached to the same if/else — Python raises
SyntaxError: invalid syntax at line 255. This crashes the entire FastAPI server on startup ...
backend
gssoc:approved
level:beginner
ml/ai
type:bug
validate_recommendations() is called at the return path of both recommend() (line 498) and recommend_for_user()
(line 522) in hybrid_model.py, but it is never imported. Every single successful recommendation ...
gssoc:approved
level:beginner
ml/ai
type:bug
HybridRecommender.init accepts model_kwargs as a parameter (line 38) but line 68 unconditionally sets self.model_kwargs
= {}, discarding any caller-provided value. Any hyperparameter tuning via model_kwargs={ ...
gssoc:approved
level:beginner
ml/ai
type:bug
Problem
When a project using rules_quarkus is built for the first time (cold start — no Bazel cache, no Coursier cache), the
Fetching @@com_clementguillot_rules_quarkus++quarkus+rules_quarkus phase takes ...
bug
performance
The README Hardware Target section still presents the retired Pentium Gold as the active machine. Reframe to: MacBook
Air M4 (ARM64/NEON) as the primary development + benchmark machine; commodity x86/AVX2 ...
Lines 168–174 of collaborative_model.py correctly map user_id to mapped_user_id via type-coercion (e.g. string 1 →
integer 1). But line 191 uses the original user_id for the dict lookup, bypassing the ...
gssoc:approved
level:beginner
ml/ai
type:bug
The resource budget analysis depends on the flow analysis to reuse reporting functionality. Extract reporting int a
separate plugin that both depend on.
analyses
category:debt
Line 531 of hybrid_model.py calls history_tracker.get_recent_titles(mapped_user_id) but history_tracker is never
imported, initialized, or injected anywhere. This raises NameError on every recommend_for_user() ...
gssoc:approved
level:beginner
ml/ai
type:bug

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